clip_sig.cc

// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

#include "paddle/phi/core/compat/op_utils.h"
#include "paddle/utils/small_vector.h"

namespace phi {

KernelSignature ClipOpArgumentMapping(const ArgumentMappingContext& ctx) {
  paddle::SmallVector<std::string> attr_names;
  attr_names.emplace_back(ctx.HasInput("Min") ? "Min" : "min");
  attr_names.emplace_back(ctx.HasInput("Max") ? "Max" : "max");
  if (ctx.IsDenseTensorInput("X")) {
    if (ctx.HasInput("Min")) {
      if (ctx.HasInput("Max")) {
        return KernelSignature("clip", {"X"}, {"Min", "Max"}, {"Out"});
      } else {
        return KernelSignature("clip", {"X"}, {"Min", "max"}, {"Out"});
      }
    } else {
      if (ctx.HasInput("Max")) {
        return KernelSignature("clip", {"X"}, {"min", "Max"}, {"Out"});
      } else {
        return KernelSignature("clip", {"X"}, {"min", "max"}, {"Out"});
      }
    }
  } else if (ctx.IsSelectedRowsInput("X")) {
    if (ctx.HasInput("Min")) {
      if (ctx.HasInput("Max")) {
        return KernelSignature("clip_sr", {"X"}, {"Min", "Max"}, {"Out"});
      } else {
        return KernelSignature("clip_sr", {"X"}, {"Min", "max"}, {"Out"});
      }
    } else {
      if (ctx.HasInput("Max")) {
        return KernelSignature("clip_sr", {"X"}, {"min", "Max"}, {"Out"});
      } else {
        return KernelSignature("clip_sr", {"X"}, {"min", "max"}, {"Out"});
      }
    }
  }

  return KernelSignature("unregistered", {}, {}, {});
}

KernelSignature ClipGradOpArgumentMapping(const ArgumentMappingContext& ctx) {
  if (ctx.HasInput("Min")) {
    if (ctx.HasInput("Max")) {
      return KernelSignature("clip_grad",
                             {"X", GradVarName("Out")},
                             {"Min", "Max"},
                             {GradVarName("X")});
    } else {
      return KernelSignature("clip_grad",
                             {"X", GradVarName("Out")},
                             {"Min", "max"},
                             {GradVarName("X")});
    }
  } else {
    if (ctx.HasInput("Max")) {
      return KernelSignature("clip_grad",
                             {"X", GradVarName("Out")},
                             {"min", "Max"},
                             {GradVarName("X")});
    } else {
      return KernelSignature("clip_grad",
                             {"X", GradVarName("Out")},
                             {"min", "max"},
                             {GradVarName("X")});
    }
  }
}

}  // namespace phi

PD_REGISTER_ARG_MAPPING_FN(clip, phi::ClipOpArgumentMapping);
PD_REGISTER_ARG_MAPPING_FN(clip_grad, phi::ClipGradOpArgumentMapping);